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https://github.com/open-webui/open-webui
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- Created `VectorDBBase` as an abstract base class to standardize vector database operations. - Added required methods for common vector database operations: `has_collection`, `delete_collection`, `insert`, `upsert`, `search`, `query`, `get`, `delete`, `reset`. - The base class can now be extended by any vector database implementation (e.g., Qdrant, Pinecone) to ensure a consistent API across different database systems. |
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| .. | ||
| loaders | ||
| models | ||
| vector | ||
| web | ||
| utils.py | ||